Doubt from Notes: Weight Update In DropOut

Why weights are getting update with the help of the derivate of mega network instead of 1st dropped out network. If we keep on updating weights with respect to mega network always will it not overshoot the minima?

Should it not be a2=a1+lr*(delta(a1))